| On the Convergence of Coordinate Ascent Variational Inference | Jun 1, 2023 | parameter estimationVariational Inference | —Unverified | 0 |
| Reconstructing Graph Diffusion History from a Single Snapshot | Jun 1, 2023 | Graph Neural Networkparameter estimation | CodeCode Available | 0 |
| Data-driven modeling and parameter estimation of Nonlinear systems | May 31, 2023 | parameter estimation | CodeCode Available | 0 |
| Conditionally Strongly Log-Concave Generative Models | May 31, 2023 | Memorizationparameter estimation | CodeCode Available | 0 |
| Parameter Estimation Methods of Required Rate of Return | May 31, 2023 | parameter estimation | —Unverified | 0 |
| A Robust Probabilistic Approach to Stochastic Subspace Identification | May 26, 2023 | parameter estimation | —Unverified | 0 |
| Parameter Estimation in DAGs from Incomplete Data via Optimal Transport | May 25, 2023 | parameter estimationRepresentation Learning | CodeCode Available | 0 |
| Adaptive observer of state variables of a nonlinear time varying system with unknown constant parameters | May 24, 2023 | parameter estimationregression | —Unverified | 0 |
| Sensitivity-Informed Parameter Selection for Improved Soil Moisture Estimation from Remote Sensing Data | May 24, 2023 | Managementparameter estimation | —Unverified | 0 |
| Detection of Non-uniformity in Parameters for Magnetic Domain Pattern Generation by Machine Learning | May 24, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Parameter estimation from an Ornstein-Uhlenbeck process with measurement noise | May 22, 2023 | parameter estimation | CodeCode Available | 0 |
| Adaptive Parameter Estimation under Finite Excitation | May 22, 2023 | parameter estimation | —Unverified | 0 |
| Multirotor Ensemble Model Predictive Control I: Simulation Experiments | May 22, 2023 | modelModel Predictive Control | —Unverified | 0 |
| Inverse Rendering of Translucent Objects using Physical and Neural Renderers | May 15, 2023 | Inverse Renderingparameter estimation | CodeCode Available | 1 |
| Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts | May 12, 2023 | Ensemble LearningMixture-of-Experts | —Unverified | 0 |
| Sequential Experimental Design for Spectral Measurement: Active Learning Using a Parametric Model | May 11, 2023 | Active LearningBayesian Inference | —Unverified | 0 |
| CosmoPower-JAX: high-dimensional Bayesian inference with differentiable cosmological emulators | May 10, 2023 | Bayesian InferenceComputational Efficiency | CodeCode Available | 1 |
| Correlation visualization under missing values: a comparison between imputation and direct parameter estimation methods | May 10, 2023 | ImputationMissing Values | —Unverified | 0 |
| Neural Likelihood Surfaces for Spatial Processes with Computationally Intensive or Intractable Likelihoods | May 8, 2023 | parameter estimationUncertainty Quantification | CodeCode Available | 0 |
| Fast parameter estimation of Generalized Extreme Value distribution using Neural Networks | May 7, 2023 | parameter estimation | CodeCode Available | 0 |
| Koopman-type inverse operator for linear non-minimum phase systems with disturbances | May 7, 2023 | parameter estimationVocal Bursts Type Prediction | —Unverified | 0 |
| Two-Dimensional Channel Parameter Estimation for IRS-Assisted Networks | May 7, 2023 | parameter estimationVocal Bursts Valence Prediction | —Unverified | 0 |
| Demystifying Softmax Gating Function in Gaussian Mixture of Experts | May 5, 2023 | Mixture-of-Expertsparameter estimation | —Unverified | 0 |
| Low-complexity subspace-descent over symmetric positive definite manifold | May 3, 2023 | parameter estimationRiemannian optimization | CodeCode Available | 0 |
| pyPESTO: A modular and scalable tool for parameter estimation for dynamic models | May 2, 2023 | parameter estimationUncertainty Quantification | CodeCode Available | 2 |
| Slow Kill for Big Data Learning | May 2, 2023 | parameter estimationVariable Selection | —Unverified | 0 |
| A Parameter-free Adaptive Resonance Theory-based Topological Clustering Algorithm Capable of Continual Learning | May 1, 2023 | ClusteringContinual Learning | CodeCode Available | 0 |
| Generalized generalized linear models: Convex estimation and online bounds | Apr 26, 2023 | parameter estimation | —Unverified | 0 |
| Recurrent neural network based parameter estimation of Hawkes model on high-frequency financial data | Apr 24, 2023 | parameter estimation | —Unverified | 0 |
| Lightweight Machine Learning for Digital Cross-Link Interference Cancellation with RF Chain Characteristics in Flexible Duplex MIMO Systems | Apr 23, 2023 | parameter estimation | —Unverified | 0 |
| Real-Time Implementation of Dynamic State Estimation for Microgrid Load Bus Protection | Apr 21, 2023 | parameter estimationState Estimation | —Unverified | 0 |
| A Hybrid Antenna Switching Scheme for Dynamic Channel Sounding | Apr 20, 2023 | parameter estimation | —Unverified | 0 |
| Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learning | Apr 18, 2023 | parameter estimation | —Unverified | 0 |
| Autoregressive models for biomedical signal processing | Apr 17, 2023 | Brain Computer Interfaceparameter estimation | —Unverified | 0 |
| pgmpy: A Python Toolkit for Bayesian Networks | Apr 17, 2023 | Causal DiscoveryCausal Identification | CodeCode Available | 4 |
| Barankin-Type Bound for Constrained Parameter Estimation | Apr 17, 2023 | Direction of Arrival Estimationparameter estimation | —Unverified | 0 |
| Comparative Study of MPPT and Parameter Estimation of PV cells | Apr 16, 2023 | Computational Efficiencyparameter estimation | —Unverified | 0 |
| CEBoosting: Online Sparse Identification of Dynamical Systems with Regime Switching by Causation Entropy Boosting | Apr 16, 2023 | parameter estimation | CodeCode Available | 0 |
| Fast IMU-based Dual Estimation of Human Motion and Kinematic Parameters via Progressive In-Network Computing | Apr 11, 2023 | parameter estimationState Estimation | —Unverified | 0 |
| An EM Algorithm for Lebesgue-sampled State-space Continuous-time System Identification | Apr 6, 2023 | parameter estimation | —Unverified | 0 |
| State and Parameter Estimation for Affine Nonlinear Systems | Apr 4, 2023 | Model-based Reinforcement Learningparameter estimation | —Unverified | 0 |
| Uncertainty Quantification for Recursive Estimation in Adaptive Safety-Critical Control | Apr 4, 2023 | parameter estimationUncertainty Quantification | —Unverified | 0 |
| Beam Alignment with an Intelligent Reflecting Surface for Integrated Sensing and Communication | Apr 4, 2023 | Integrated sensing and communicationparameter estimation | —Unverified | 0 |
| Optimal Transport for Correctional Learning | Apr 4, 2023 | parameter estimation | —Unverified | 0 |
| Bayesian neural networks via MCMC: a Python-based tutorial | Apr 2, 2023 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| Copula-Based Density Estimation Models for Multivariate Zero-Inflated Continuous Data | Apr 2, 2023 | Density Estimationparameter estimation | —Unverified | 0 |
| Stability Bounds for Learning-Based Adaptive Control of Discrete-Time Multi-Dimensional Stochastic Linear Systems with Input Constraints | Apr 2, 2023 | parameter estimation | —Unverified | 0 |
| Inferring networks from time series: a neural approach | Mar 30, 2023 | parameter estimationregression | CodeCode Available | 1 |
| Towards black-box parameter estimation | Mar 27, 2023 | parameter estimationTime Series | —Unverified | 0 |
| FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional Regressions | Mar 26, 2023 | CPUfeature selection | CodeCode Available | 1 |